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Update gateway completions request / response format #10465

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merged 23 commits into from Nov 21, 2023

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dbczumar
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@dbczumar dbczumar commented Nov 20, 2023

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Install mlflow from this PR

pip install git+https://github.com/mlflow/mlflow.git@refs/pull/10465/merge

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gh pr checkout 10465

Related Issues/PRs

#xxx

What changes are proposed in this pull request?

Update gateway completions request / response format

How is this PR tested?

  • Existing unit/integration tests
  • New unit/integration tests
  • Manual tests

Does this PR require documentation update?

  • No. You can skip the rest of this section.
  • Yes. I've updated:
    • Examples
    • API references
    • Instructions

Release Notes

Is this a user-facing change?

  • No. You can skip the rest of this section.
  • Yes. Give a description of this change to be included in the release notes for MLflow users.

What component(s), interfaces, languages, and integrations does this PR affect?

Components

  • area/artifacts: Artifact stores and artifact logging
  • area/build: Build and test infrastructure for MLflow
  • area/docs: MLflow documentation pages
  • area/examples: Example code
  • area/gateway: AI Gateway service, Gateway client APIs, third-party Gateway integrations
  • area/model-registry: Model Registry service, APIs, and the fluent client calls for Model Registry
  • area/models: MLmodel format, model serialization/deserialization, flavors
  • area/recipes: Recipes, Recipe APIs, Recipe configs, Recipe Templates
  • area/projects: MLproject format, project running backends
  • area/scoring: MLflow Model server, model deployment tools, Spark UDFs
  • area/server-infra: MLflow Tracking server backend
  • area/tracking: Tracking Service, tracking client APIs, autologging

Interface

  • area/uiux: Front-end, user experience, plotting, JavaScript, JavaScript dev server
  • area/docker: Docker use across MLflow's components, such as MLflow Projects and MLflow Models
  • area/sqlalchemy: Use of SQLAlchemy in the Tracking Service or Model Registry
  • area/windows: Windows support

Language

  • language/r: R APIs and clients
  • language/java: Java APIs and clients
  • language/new: Proposals for new client languages

Integrations

  • integrations/azure: Azure and Azure ML integrations
  • integrations/sagemaker: SageMaker integrations
  • integrations/databricks: Databricks integrations

How should the PR be classified in the release notes? Choose one:

  • rn/none - No description will be included. The PR will be mentioned only by the PR number in the "Small Bugfixes and Documentation Updates" section
  • rn/breaking-change - The PR will be mentioned in the "Breaking Changes" section
  • rn/feature - A new user-facing feature worth mentioning in the release notes
  • rn/bug-fix - A user-facing bug fix worth mentioning in the release notes
  • rn/documentation - A user-facing documentation change worth mentioning in the release notes

dbczumar and others added 23 commits November 17, 2023 10:18
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: Corey Zumar <39497902+dbczumar@users.noreply.github.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: dbczumar <corey.zumar@databricks.com>
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@github-actions github-actions bot added area/deployments MLflow Deployments client APIs, server, and third-party Deployments integrations rn/none List under Small Changes in Changelogs. labels Nov 20, 2023
}
created=int(time.time()),
object="text_completion",
model=config.model.name,
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No temperature scaling to be done for AI21Labs. Range is -Inf to -Inf for AI21. We can stick with 0-2 restriction for now (it's currently 0-1) and get feedback.

@@ -21,7 +23,7 @@ async def completions(self, payload: completions.RequestPayload) -> completions.
self.check_for_model_field(payload)
key_mapping = {
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No temperature scaling to be done for AI21Labs. Range is -Inf to -Inf for AI21. We can stick with 0-2 restriction for now (it's currently 0-1) and get feedback.

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LGTM

@dbczumar dbczumar merged commit 1390a2d into mlflow:gateway-migration Nov 21, 2023
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